AI & LLM Tools MCP servers

MAMA MCP Server - Memory-Augmented MCP Assistant for Claude Code & Desktop

Local deterministic knowledge graph on redb with no LLM or embedding calls, BLAKE3 state hashing and canonical export for byte-identical audits.

Web-based PlantUML frontend with PlantUML image generation and syntax validation.

Generate QA datasets & evaluate RAG systems with failure diagnosis. Any LLM.

Give AI eyes and hands on your desktop. ScreenHand is an open-source MCP server that lets Claude and other AI agents see your screen, click buttons, type text, and control any app on macOS and Windows.

Reads local Claude Code, Codex and OpenCode usage logs: token totals, daily and hourly activity, per-agent and per-model breakdowns and a year-in-review recap.

MCP server for retrieving YouTube video transcripts for Claude Code

Behavioral memory layer for AI tools. Learns preferences and context across Claude, Cursor, Codex.

Deploy Claude Code, Codex & Antigravity (agy) CLI agents to demolish your work before users do. Real file analysis. Brutal honesty. Per-call model pinning, conversation continuation & intelligent pagination.

Multi-agent consultation for Claude Code: MCP servers wrapping Codex, Gemini and Qwen CLIs for parallel code review and problem-solving with fallback chains.

AI-powered MCP server for codebase navigation and LLM prompt optimization

Shared, project-aware memory for Claude Code, Codex, and other agents with human review.

List and terminate OS processes via natural language queries.

OurFamilyWizard co-parenting for Claude — messages, calendar, expenses, and journal

Image generation with Google Gemini 3.1 Flash: 512px-4K, reference images, search grounding

Your WHOOP recovery, sleep, strain and workouts in Claude, ChatGPT or other MCP apps. Self-hosted.

MCP server for domain management via Claude, Cursor, and any Model Context Protocol client. 108 Dynadot API actions across 10 generic tools: domain search, registration, renewal, DNS, WHOIS, nameservers, transfers, and aftermarket.

Gramps Web genealogy: search and edit family tree records, explore ancestors, descendants, relationships and timelines, and read media with privacy-aware previews. Includes a read-only mode and Claude Desktop bundles.

An SSE-based MCP server that allows LLM-powered applications to interact with OCI registries. It provides tools for retrieving information about container images, listing tags, and more.

Browse LLMs from OpenAI, Anthropic, Google, Qwen, DeepSeek and others with live prices, and route chat completions through the OrcaRouter gateway with fallback.

Read-only access to Spanlens LLM observability: request logs, costs, agent traces, anomalies, model savings and per-user analytics.

ABAP development from Claude and other MCP hosts: source, transports, tests, ATC, debugger

Durable local-first MCP relay for independent coding agents.

Play DOOM via MCP - works with Claude Code, Cursor, and any MCP client

Garmin data in Claude: 135 tools — activities, sleep, HRV, training, workouts. Free, open source.

hello-mcp is a tour and guide to Claude Desktop MCP Config Manager for MCP(Model Context Protocol) beginners

hello-mcp is a tour and guide to Claude Desktop MCP Config Manager for MCP(Model Context Protocol) beginners

hello-mcp is a tour and guide to Claude Desktop MCP Config Manager for MCP(Model Context Protocol) beginners

Catch vague Claude Code prompts before they waste tokens: prompt scorecards, session history search, cross-service contract awareness and cost estimation.

Free, local Google Sheets for Claude Desktop and Claude Code: read, edit, format and chart.

Pull Deep Memory from across your Claude Code Sessions — when you need it.

Browse Gopher and Gemini protocol resources, with TLS support and structured content extraction.

Classify input for prompt injection and out-of-scope content with Koma Gate's LLM-based classifier.

Voice interface for Claude Code: live speech-to-text with turn-taking, spoken replies with xAI Grok voices, per-subagent voice personas and a real-time HUD.

MCP server for macOS automation — control apps, windows, menus, clipboard, keyboard from Claude and other AI assistants via AppleScript and JXA

Wrap any CLI as a Model Context Protocol (MCP) server for Claude, ChatGPT, Cursor, Gemini and any MCP-compatible client — schema auto-inferred from --help.

Local-first persistent memory for AI coding agents - 96.0% R@5 on LongMemEval, zero LLM calls.

Multi-model vision MCP server (GLM-4.6V, Kimi, Qwen-VL, GPT-4o) that lets text-only coding models in Claude Code see and understand images.

Measured latency, time to first token and uptime for ~45 AI inference APIs, by region.

MCP server for Midjourney AI image generation and editing

Nano Banana MCP server — Google Gemini image generation and editing via Model Context Protocol

Build agents to automate any background task. Works with your ChatGPT/Claude subscription.

OpenAI image generation MCP server for Model Context Protocol hosts

MCP server for TeamCity, integrates with Claude Desktop and Cursor.

Compress prompts 40-60% using local LLM + embedding validation. Preserves all conditionals.

Offline persistent memory for AI coding agents — 35 tools, 80% fewer calls, no LLM

Multi-agent shared brain across Claude, Codex, Antigravity, Gemini, Copilot, and VS Code.

Caddy MCP server for Claude Code, Cursor, and any MCP client: admin API, config, routes, reverse proxy, TLS, PKI, metrics